Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003524

The MH-36 locality cells most similar to this Pune cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.228

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003394

distance 0.228

#2 · Punecell 4900003663

distance 0.234

#3 · Punecell 4900002843

distance 0.246

#4 · Punecell 4900003791

distance 0.27

#5 · Punecell 4900003525

distance 0.332

#6 · Punecell 4900003384

distance 0.354

#7 · Punecell 4900003531

distance 0.367

#8 · Punecell 4900002693

distance 0.38

#9 · Punecell 4900002546

distance 0.383

#10 · Punecell 4900004079

distance 0.391

#11 · Punecell 4900001243

distance 0.392

#12 · Punecell 4900004220

distance 0.392

#13 · Sataracell 4940006126

distance 0.394 · cross-district

#14 · Punecell 4900003799

distance 0.394

#15 · Punecell 4900001242

distance 0.397

#16 · Sataracell 4940006120

distance 0.402 · cross-district

#17 · Punecell 4900003805

distance 0.402

#18 · Punecell 4900003382

distance 0.404

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":490,"cluster_id":4900003524}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.